██ ██ ██ ██ ██████ ██ ██████ ██ ██ ███████ ██████ ██ ██
██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██
████ ██ ██ ██ ███ ██ ██ ██ ██ ██ █████ ██████ ████
██ ██ ██ ██ ██ ██ ██ ▄▄ ██ ██ ██ ██ ██ ██ ██
██ ██████ ██████ ██ ██████ ██████ ███████ ██ ██ ██
▀▀
Timeline - Execution started 21/12/2024 22:43 UTC
By Guilherme Ruiz
By Guilherme Ruiz
Table of Contents ¶
Data preparation¶
Load data¶
Cards file loaded. Speed file loaded. Sets file loaded.
Format data¶
Merge data¶
Helper functions¶
Data visualization¶
| Name | Password | Card type | Property | Archseries | Effect type | OCG status | TCG status | Page name | Card page URL | Artwork | TCG debut | OCG debut | Errata | Attribute | Primary type | Secondary type | Monster type | DEF | Pendulum Scale | Link Arrows | ATK | Level/Rank/Link | TCG Speed Duel status | Speed debut | Character | Set | Card number | Rarity | Quantity | Region | Set page URL | Release | Series | Set type | Cover card | Modification date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
Debut¶
| All formats | |
|---|---|
| Debut | |
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Format¶
Monsters' debut per format
| TCG debut | OCG debut | Speed debut | |
|---|---|---|---|
| Name | |||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
Debuts per date for each format
| Format | OCG debut | Speed debut | TCG debut |
|---|---|---|---|
| Debut | |||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Region¶
Obs: Debut by region is taken from earliest release date in set lists. It may not be as accurate as card specific properties.
| Region | AE | AU | DE | EN | EU | FC | FR | IT | JA | JP | KO | KR | NA | PT | SC | SP | TC |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Name | |||||||||||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
First releases per date
| Region | AE | AU | DE | EN | EU | FC | FR | IT | JA | JP | KR | NA | PT | SC | SP |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| First release | |||||||||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Card type¶
| Card type | Character Card | Counter | Monster Card | Non-game card | Skill Card | Spell Card | Ticket Card | Trap Card |
|---|---|---|---|---|---|---|---|---|
| Debut | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Primary type¶
| Primary type | Effect Monster | Fusion Monster | Link Monster | Monster Token | Normal Monster | Ritual Monster | Synchro Monster | Xyz Monster |
|---|---|---|---|---|---|---|---|---|
| Debut | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Secondary type¶
| Secondary type | Flip monster | Gemini monster | Spirit monster | Toon monster | Tuner monster | Union monster |
|---|---|---|---|---|---|---|
| Debut | ||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Attribute¶
| Attribute | ? | DARK | DIVINE | EARTH | FIRE | LIGHT | WATER | WIND |
|---|---|---|---|---|---|---|---|---|
| Debut | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Monster type¶
| Monster type | ? | Aqua | Beast | Beast-Warrior | Creator God | Cyberse | Dinosaur | Divine-Beast | Dragon | Fairy | Fiend | Fish | Illusion | Insect | Machine | Plant | Psychic | Pyro | Reptile | Rock | Sea Serpent | Spellcaster | Thunder | Warrior | Winged Beast | Wyrm | Zombie |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Debut | |||||||||||||||||||||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Level/Rank¶
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Debut | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Pendulum scale¶
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Debut | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Link¶
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Debut | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By ATK¶
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Debut | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By DEF¶
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Debut | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
Last release¶
Obs: Only the last release of an individual card name
| All formats | |
|---|---|
| Last release | |
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Region¶
| Region | AE | AU | DE | EN | EU | FC | FR | IT | JA | JP | KO | KR | NA | PT | SC | SP | TC |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Name | |||||||||||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
Last releases by date
| Region | AE | AU | DE | EN | EU | FC | FR | IT | JA | JP | KR | NA | PT | SC | SP |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Last release | |||||||||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Card type¶
| Card type | Character Card | Counter | Monster Card | Non-game card | Skill Card | Spell Card | Ticket Card | Trap Card |
|---|---|---|---|---|---|---|---|---|
| Last release | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Primary type¶
| Primary type | Effect Monster | Fusion Monster | Link Monster | Monster Token | Normal Monster | Ritual Monster | Synchro Monster | Xyz Monster |
|---|---|---|---|---|---|---|---|---|
| Last release | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Secondary type¶
| Secondary type | Flip monster | Gemini monster | Spirit monster | Toon monster | Tuner monster | Union monster |
|---|---|---|---|---|---|---|
| Last release | ||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Attribute¶
| Attribute | ? | DARK | DIVINE | EARTH | FIRE | LIGHT | WATER | WIND |
|---|---|---|---|---|---|---|---|---|
| Last release | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Monster type¶
| Monster type | ? | Aqua | Beast | Beast-Warrior | Creator God | Cyberse | Dinosaur | Divine-Beast | Dragon | Fairy | Fiend | Fish | Illusion | Insect | Machine | Plant | Psychic | Pyro | Reptile | Rock | Sea Serpent | Spellcaster | Thunder | Warrior | Winged Beast | Wyrm | Zombie |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Last release | |||||||||||||||||||||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Level/Rank¶
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Last release | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Pendulum scale¶
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Last release | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By Link¶
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Last release | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By ATK¶
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Last release | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
By DEF¶
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Last release | ||||||||
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |
All releases¶
Obs: All releases includes reprints
| Name | |
|---|---|
| Release | |
|
Loading ITables v2.1.5 from the init_notebook_mode cell...
(need help?) |